Overview

Dataset info

Number of variables52
Number of observations58154
Missing cells993938 (32.9%)
Duplicate rows0 (0.0%)
Total size in memory38.0 MiB
Average record size in memory684.9 B

Variables types

NUM47
CAT5

Reproduction info

Date of analysis2021-02-17 20:51:58.870063
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

iso_code has a high cardinality: 192 distinct values Warning
continent has 682 (1.2%) missing values Missing
location has a high cardinality: 192 distinct values Warning
date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
date has a high cardinality: 370 distinct values Warning
total_cases is highly skewed (γ1 = 20.63494246) Skewed
new_cases has 13359 (23.0%) zeros Zeros
new_cases_smoothed has 1505 (2.6%) missing values Missing
new_cases_smoothed has 4059 (7.0%) zeros Zeros
total_deaths has 8866 (15.2%) missing values Missing
new_deaths has 8867 (15.2%) missing values Missing
new_deaths has 21581 (37.1%) zeros Zeros
new_deaths_smoothed has 1505 (2.6%) missing values Missing
new_deaths_smoothed has 17852 (30.7%) zeros Zeros
total_cases_per_million has 876 (1.5%) missing values Missing
new_cases_per_million has 883 (1.5%) missing values Missing
new_cases_per_million has 13043 (22.4%) zeros Zeros
new_cases_smoothed_per_million has 1833 (3.2%) missing values Missing
new_cases_smoothed_per_million has 3788 (6.5%) zeros Zeros
total_deaths_per_million has 9186 (15.8%) missing values Missing
new_deaths_per_million has 9187 (15.8%) missing values Missing
new_deaths_per_million has 21273 (36.6%) zeros Zeros
new_deaths_smoothed_per_million has 1833 (3.2%) missing values Missing
new_deaths_smoothed_per_million has 17672 (30.4%) zeros Zeros
reproduction_rate has 13159 (22.6%) missing values Missing
icu_patients has 52082 (89.6%) missing values Missing
icu_patients_per_million has 52082 (89.6%) missing values Missing
hosp_patients has 51323 (88.3%) missing values Missing
hosp_patients_per_million has 51323 (88.3%) missing values Missing
weekly_icu_admissions has 57611 (99.1%) missing values Missing
weekly_icu_admissions_per_million has 57611 (99.1%) missing values Missing
weekly_hosp_admissions has 57277 (98.5%) missing values Missing
weekly_hosp_admissions_per_million has 57277 (98.5%) missing values Missing
new_tests has 31208 (53.7%) missing values Missing
total_tests has 31266 (53.8%) missing values Missing
total_tests_per_thousand has 31266 (53.8%) missing values Missing
new_tests_per_thousand has 31208 (53.7%) missing values Missing
new_tests_smoothed has 27957 (48.1%) missing values Missing
new_tests_smoothed_per_thousand has 27957 (48.1%) missing values Missing
positive_rate has 29659 (51.0%) missing values Missing
positive_rate has 906 (1.6%) zeros Zeros
tests_per_case has 30125 (51.8%) missing values Missing
tests_per_case is highly skewed (γ1 = 22.87433113) Skewed
tests_units has 26852 (46.2%) missing values Missing
total_vaccinations has 57974 (99.7%) missing values Missing
total_vaccinations_per_hundred has 57974 (99.7%) missing values Missing
stringency_index has 7238 (12.4%) missing values Missing
population_density has 1557 (2.7%) missing values Missing
median_age has 2819 (4.8%) missing values Missing
aged_65_older has 3463 (6.0%) missing values Missing
aged_70_older has 3133 (5.4%) missing values Missing
gdp_per_capita has 2803 (4.8%) missing values Missing
extreme_poverty has 20268 (34.9%) missing values Missing
cardiovasc_death_rate has 2223 (3.8%) missing values Missing
diabetes_prevalence has 1579 (2.7%) missing values Missing
female_smokers has 13980 (24.0%) missing values Missing
male_smokers has 14585 (25.1%) missing values Missing
handwashing_facilities has 30183 (51.9%) missing values Missing
hospital_beds_per_thousand has 6746 (11.6%) missing values Missing
life_expectancy has 630 (1.1%) missing values Missing
human_development_index has 2558 (4.4%) missing values Missing

Variables

iso_code
Categorical

HIGH CARDINALITY
Distinct count192
Unique (%)0.3%
Missing333
Missing (%)0.6%
Memory size454.5 KiB
MEX
 
370
THA
 
367
TWN
 
355
KOR
 
350
OWID_WRL
 
349
Other values (186)
56030
ValueCountFrequency (%) 
MEX 370 0.6%
 
THA 367 0.6%
 
TWN 355 0.6%
 
KOR 350 0.6%
 
OWID_WRL 349 0.6%
 
JPN 349 0.6%
 
USA 349 0.6%
 
CHN 349 0.6%
 
VNM 348 0.6%
 
SGP 348 0.6%
 
Other values (181) 54287 93.4%
 

continent
Categorical

MISSING
Distinct count7
Unique (%)< 0.1%
Missing682
Missing (%)1.2%
Memory size454.5 KiB
Africa
15909
Asia
14673
Europe
14651
North America
7008
South America
3684
ValueCountFrequency (%) 
Africa 15909 27.4%
 
Asia 14673 25.2%
 
Europe 14651 25.2%
 
North America 7008 12.1%
 
South America 3684 6.3%
 
Oceania 1547 2.7%
 
(Missing) 682 1.2%
 

location
Categorical

HIGH CARDINALITY
Distinct count192
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size454.5 KiB
Mexico
 
370
Thailand
 
367
Taiwan
 
355
South Korea
 
350
United States
 
349
Other values (187)
56363
ValueCountFrequency (%) 
Mexico 370 0.6%
 
Thailand 367 0.6%
 
Taiwan 355 0.6%
 
South Korea 350 0.6%
 
United States 349 0.6%
 
Japan 349 0.6%
 
China 349 0.6%
 
World 349 0.6%
 
Singapore 348 0.6%
 
Vietnam 348 0.6%
 
Other values (182) 54620 93.9%
 

date
Categorical

TYPE DATE
HIGH CARDINALITY
Distinct count370
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size454.5 KiB
2020-11-30
 
192
2020-11-28
 
191
2020-12-05
 
191
2020-11-29
 
191
2020-12-06
 
191
Other values (365)
57198
ValueCountFrequency (%) 
2020-11-30 192 0.3%
 
2020-11-28 191 0.3%
 
2020-12-05 191 0.3%
 
2020-11-29 191 0.3%
 
2020-12-06 191 0.3%
 
2020-12-20 191 0.3%
 
2020-12-01 191 0.3%
 
2020-12-18 191 0.3%
 
2020-12-10 191 0.3%
 
2020-12-12 191 0.3%
 
Other values (360) 56243 96.7%
 

total_cases
Real number (ℝ≥0)

SKEWED
Distinct count28187
Unique (%)48.5%
Missing543
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean276762.4726
Minimum1
Maximum85672034
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile11
Q1460
median4779
Q346654.5
95-th percentile516439
Maximum85672034
Range85672033
Interquartile range (IQR)46194.5

Descriptive statistics

Standard deviation2706325.18
Coefficient of variation (CV)9.778512074
Kurtosis498.2099692
Mean276762.4726
Median Absolute Deviation (MAD)458674.4442
Skewness20.63494246
Sum1.594456281e+10
Variance7.324195981e+12
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 868 1.5%
 
2 368 0.6%
 
18 321 0.6%
 
24 300 0.5%
 
3 298 0.5%
 
19 290 0.5%
 
12 290 0.5%
 
721 285 0.5%
 
16 260 0.4%
 
4 257 0.4%
 
Other values (28176) 54074 93.0%
 
(Missing) 543 0.9%
 
ValueCountFrequency (%) 
1 868 1.5%
 
2 368 0.6%
 
3 298 0.5%
 
4 257 0.4%
 
5 161 0.3%
 
ValueCountFrequency (%) 
85672034 1 < 0.1%
 
85122080 1 < 0.1%
 
84586904 1 < 0.1%
 
83963772 1 < 0.1%
 
83424446 1 < 0.1%
 

new_cases
Real number (ℝ)

ZEROS
Distinct count6830
Unique (%)11.7%
Missing550
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean2945.854524
Minimum-46076
Maximum756739
Zeros13359
Zeros (%)23.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-46076
5-th percentile0
Q11
median39
Q3448
95-th percentile6007.85
Maximum756739
Range802815
Interquartile range (IQR)447

Descriptive statistics

Standard deviation26117.61919
Coefficient of variation (CV)8.86588899
Kurtosis381.4424422
Mean2945.854524
Median Absolute Deviation (MAD)4919.022527
Skewness18.04685848
Sum169693004
Variance682130032.3
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 13359 23.0%
 
1 2037 3.5%
 
2 1333 2.3%
 
3 1014 1.7%
 
4 842 1.4%
 
5 727 1.3%
 
6 667 1.1%
 
7 597 1.0%
 
8 522 0.9%
 
9 458 0.8%
 
Other values (6819) 36048 62.0%
 
(Missing) 550 0.9%
 
ValueCountFrequency (%) 
-46076 1 < 0.1%
 
-17074 1 < 0.1%
 
-10034 1 < 0.1%
 
-7953 1 < 0.1%
 
-3491 1 < 0.1%
 
ValueCountFrequency (%) 
756739 1 < 0.1%
 
736424 1 < 0.1%
 
733791 1 < 0.1%
 
717608 1 < 0.1%
 
716166 1 < 0.1%
 

new_cases_smoothed
Real number (ℝ)

MISSING
ZEROS
Distinct count14166
Unique (%)24.4%
Missing1505
Missing (%)2.6%
Infinite0
Infinite (%)0.0%
Mean2933.585768
Minimum-1121.714
Maximum646630.286
Zeros4059
Zeros (%)7.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-1121.714
5-th percentile0
Q14.143
median48.143
Q3488.857
95-th percentile6095.6286
Maximum646630.286
Range647752
Interquartile range (IQR)484.714

Descriptive statistics

Standard deviation25725.56863
Coefficient of variation (CV)8.769325551
Kurtosis365.4086586
Mean2933.585768
Median Absolute Deviation (MAD)4868.591957
Skewness17.77285139
Sum166184700.2
Variance661804881.5
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 4059 7.0%
 
0.143 1329 2.3%
 
0.286 930 1.6%
 
0.429 745 1.3%
 
0.714 586 1.0%
 
0.571 537 0.9%
 
0.857 485 0.8%
 
1 438 0.8%
 
1.143 403 0.7%
 
1.286 395 0.7%
 
Other values (14155) 46742 80.4%
 
(Missing) 1505 2.6%
 
ValueCountFrequency (%) 
-1121.714 1 < 0.1%
 
-838.714 1 < 0.1%
 
-697.429 1 < 0.1%
 
-599 1 < 0.1%
 
-525 1 < 0.1%
 
ValueCountFrequency (%) 
646630.286 1 < 0.1%
 
644040.714 1 < 0.1%
 
643482.429 1 < 0.1%
 
643093.857 1 < 0.1%
 
641389.429 1 < 0.1%
 

total_deaths
Real number (ℝ≥0)

MISSING
Distinct count9713
Unique (%)16.7%
Missing8866
Missing (%)15.2%
Infinite0
Infinite (%)0.0%
Mean9359.127942
Minimum1
Maximum1853334
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q126
median145
Q31298
95-th percentile28439.25
Maximum1853334
Range1853333
Interquartile range (IQR)1272

Descriptive statistics

Standard deviation74122.3854
Coefficient of variation (CV)7.919796146
Kurtosis300.4363357
Mean9359.127942
Median Absolute Deviation (MAD)15457.08547
Skewness16.15415715
Sum461292698
Variance5494128017
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 1780 3.1%
 
3 1112 1.9%
 
7 1080 1.9%
 
2 1065 1.8%
 
10 820 1.4%
 
4 575 1.0%
 
15 553 1.0%
 
6 498 0.9%
 
9 473 0.8%
 
8 437 0.8%
 
Other values (9702) 40895 70.3%
 
(Missing) 8866 15.2%
 
ValueCountFrequency (%) 
1 1780 3.1%
 
2 1065 1.8%
 
3 1112 1.9%
 
4 575 1.0%
 
5 423 0.7%
 
ValueCountFrequency (%) 
1853334 1 < 0.1%
 
1843135 1 < 0.1%
 
1835788 1 < 0.1%
 
1827540 1 < 0.1%
 
1818116 1 < 0.1%
 

new_deaths
Real number (ℝ)

MISSING
ZEROS
Distinct count1385
Unique (%)2.4%
Missing8867
Missing (%)15.2%
Infinite0
Infinite (%)0.0%
Mean75.20380628
Minimum-1918
Maximum15525
Zeros21581
Zeros (%)37.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-1918
5-th percentile0
Q10
median1
Q311
95-th percentile196
Maximum15525
Range17443
Interquartile range (IQR)11

Descriptive statistics

Standard deviation547.0713453
Coefficient of variation (CV)7.274516708
Kurtosis257.4937082
Mean75.20380628
Median Absolute Deviation (MAD)124.7002703
Skewness14.58260537
Sum3706570
Variance299287.0568
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 21581 37.1%
 
1 4603 7.9%
 
2 2618 4.5%
 
3 1825 3.1%
 
4 1484 2.6%
 
5 1168 2.0%
 
6 972 1.7%
 
7 756 1.3%
 
8 739 1.3%
 
9 574 1.0%
 
Other values (1374) 12967 22.3%
 
(Missing) 8867 15.2%
 
ValueCountFrequency (%) 
-1918 1 < 0.1%
 
-443 1 < 0.1%
 
-217 1 < 0.1%
 
-117 1 < 0.1%
 
-106 1 < 0.1%
 
ValueCountFrequency (%) 
15525 1 < 0.1%
 
15093 1 < 0.1%
 
14459 1 < 0.1%
 
13963 1 < 0.1%
 
13608 1 < 0.1%
 

new_deaths_smoothed
Real number (ℝ)

MISSING
ZEROS
Distinct count3400
Unique (%)5.8%
Missing1505
Missing (%)2.6%
Infinite0
Infinite (%)0.0%
Mean64.41851164
Minimum-232.143
Maximum11670.429
Zeros17852
Zeros (%)30.7%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-232.143
5-th percentile0
Q10
median0.714
Q37.857
95-th percentile165.714
Maximum11670.429
Range11902.572
Interquartile range (IQR)7.857

Descriptive statistics

Standard deviation493.2511686
Coefficient of variation (CV)7.656978654
Kurtosis260.3682267
Mean64.41851164
Median Absolute Deviation (MAD)107.8926154
Skewness14.93794522
Sum3649244.266
Variance243296.7153
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 17852 30.7%
 
0.143 4456 7.7%
 
0.286 2648 4.6%
 
0.429 1867 3.2%
 
0.571 1396 2.4%
 
0.714 1065 1.8%
 
0.857 846 1.5%
 
1 760 1.3%
 
1.143 657 1.1%
 
1.429 623 1.1%
 
Other values (3389) 24479 42.1%
 
(Missing) 1505 2.6%
 
ValueCountFrequency (%) 
-232.143 1 < 0.1%
 
-221.857 1 < 0.1%
 
-215.286 1 < 0.1%
 
-125 1 < 0.1%
 
-117.286 1 < 0.1%
 
ValueCountFrequency (%) 
11670.429 1 < 0.1%
 
11662.857 1 < 0.1%
 
11592 1 < 0.1%
 
11531.143 1 < 0.1%
 
11489 1 < 0.1%
 

total_cases_per_million
Real number (ℝ≥0)

MISSING
Distinct count43298
Unique (%)74.5%
Missing876
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean4724.828669
Minimum0.001
Maximum106762.441
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.001
5-th percentile1.4
Q194.2575
median721.133
Q34512.664
95-th percentile25182.1001
Maximum106762.441
Range106762.44
Interquartile range (IQR)4418.4065

Descriptive statistics

Standard deviation9610.07612
Coefficient of variation (CV)2.033952296
Kurtosis16.31703873
Mean4724.828669
Median Absolute Deviation (MAD)5897.718507
Skewness3.533165854
Sum270628736.5
Variance92353563.03
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.521 242 0.4%
 
14833.127 159 0.3%
 
2.611 105 0.2%
 
18.203 102 0.2%
 
322.298 92 0.2%
 
111.857 82 0.1%
 
250.031 81 0.1%
 
33374.536 80 0.1%
 
0.034 77 0.1%
 
20.079 76 0.1%
 
Other values (43287) 56182 96.6%
 
(Missing) 876 1.5%
 
ValueCountFrequency (%) 
0.001 4 < 0.1%
 
0.002 28 < 0.1%
 
0.003 2 < 0.1%
 
0.004 2 < 0.1%
 
0.005 13 < 0.1%
 
ValueCountFrequency (%) 
106762.441 1 < 0.1%
 
106024.72 1 < 0.1%
 
105688.216 1 < 0.1%
 
105054.035 1 < 0.1%
 
104173.947 1 < 0.1%
 

new_cases_per_million
Real number (ℝ)

MISSING
ZEROS
Distinct count24461
Unique (%)42.1%
Missing883
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean54.68472559
Minimum-2153.437
Maximum8652.658
Zeros13043
Zeros (%)22.4%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-2153.437
5-th percentile0
Q10.06
median4.462
Q339.861
95-th percentile269.8095
Maximum8652.658
Range10806.095
Interquartile range (IQR)39.801

Descriptive statistics

Standard deviation157.9396468
Coefficient of variation (CV)2.88818578
Kurtosis375.6176407
Mean54.68472559
Median Absolute Deviation (MAD)73.80687681
Skewness11.54291772
Sum3131848.919
Variance24944.93204
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 13043 22.4%
 
0.207 74 0.1%
 
0.042 69 0.1%
 
0.084 68 0.1%
 
3.48 67 0.1%
 
0.01 66 0.1%
 
0.041 60 0.1%
 
0.06 51 0.1%
 
0.305 51 0.1%
 
0.061 50 0.1%
 
Other values (24450) 43672 75.1%
 
(Missing) 883 1.5%
 
ValueCountFrequency (%) 
-2153.437 1 < 0.1%
 
-705.891 1 < 0.1%
 
-559.844 1 < 0.1%
 
-450.772 1 < 0.1%
 
-305.779 1 < 0.1%
 
ValueCountFrequency (%) 
8652.658 2 < 0.1%
 
3869.799 1 < 0.1%
 
3714.489 1 < 0.1%
 
3708.282 1 < 0.1%
 
3475.672 1 < 0.1%
 

new_cases_smoothed_per_million
Real number (ℝ)

MISSING
ZEROS
Distinct count27680
Unique (%)47.6%
Missing1833
Missing (%)3.2%
Infinite0
Infinite (%)0.0%
Mean54.42080029
Minimum-276.825
Maximum2648.773
Zeros3788
Zeros (%)6.5%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-276.825
5-th percentile0
Q10.759
median5.934
Q344.358
95-th percentile273.717
Maximum2648.773
Range2925.598
Interquartile range (IQR)43.599

Descriptive statistics

Standard deviation129.4206659
Coefficient of variation (CV)2.378147054
Kurtosis32.92779098
Mean54.42080029
Median Absolute Deviation (MAD)70.99223814
Skewness4.719032989
Sum3065033.893
Variance16749.70876
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 3788 6.5%
 
0.024 91 0.2%
 
0.009 87 0.1%
 
0.327 84 0.1%
 
0.059 81 0.1%
 
0.026 81 0.1%
 
0.043 78 0.1%
 
0.018 78 0.1%
 
0.017 78 0.1%
 
0.006 75 0.1%
 
Other values (27669) 51800 89.1%
 
(Missing) 1833 3.2%
 
ValueCountFrequency (%) 
-276.825 1 < 0.1%
 
-269.978 1 < 0.1%
 
-266.783 1 < 0.1%
 
-262.447 1 < 0.1%
 
-259.481 1 < 0.1%
 
ValueCountFrequency (%) 
2648.773 2 < 0.1%
 
2472.188 2 < 0.1%
 
1536.03 1 < 0.1%
 
1526.243 1 < 0.1%
 
1505.362 1 < 0.1%
 

total_deaths_per_million
Real number (ℝ≥0)

MISSING
Distinct count24797
Unique (%)42.6%
Missing9186
Missing (%)15.8%
Infinite0
Infinite (%)0.0%
Mean122.4972271
Minimum0.001
Maximum1826.861
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.001
5-th percentile0.269
Q14.467
median22.648
Q3110.55125
95-th percentile660.34035
Maximum1826.861
Range1826.86
Interquartile range (IQR)106.08425

Descriptive statistics

Standard deviation228.9649924
Coefficient of variation (CV)1.869144288
Kurtosis8.428301365
Mean122.4972271
Median Absolute Deviation (MAD)150.4519249
Skewness2.784491195
Sum5998444.219
Variance52424.96774
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.352 290 0.5%
 
0.084 266 0.5%
 
7.863 254 0.4%
 
24.359 252 0.4%
 
0.294 244 0.4%
 
30.635 212 0.4%
 
26.221 209 0.4%
 
6.857 204 0.4%
 
8.05 189 0.3%
 
1237.551 179 0.3%
 
Other values (24786) 46669 80.3%
 
(Missing) 9186 15.8%
 
ValueCountFrequency (%) 
0.001 6 < 0.1%
 
0.002 4 < 0.1%
 
0.003 5 < 0.1%
 
0.004 3 < 0.1%
 
0.005 10 < 0.1%
 
ValueCountFrequency (%) 
1826.861 1 < 0.1%
 
1738.464 6 < 0.1%
 
1704.112 1 < 0.1%
 
1699.884 1 < 0.1%
 
1694.966 1 < 0.1%
 

new_deaths_per_million
Real number (ℝ)

MISSING
ZEROS
Distinct count4902
Unique (%)8.4%
Missing9187
Missing (%)15.8%
Infinite0
Infinite (%)0.0%
Mean1.158343844
Minimum-76.445
Maximum218.329
Zeros21273
Zeros (%)36.6%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-76.445
5-th percentile0
Q10
median0.067
Q30.8125
95-th percentile5.7977
Maximum218.329
Range294.774
Interquartile range (IQR)0.8125

Descriptive statistics

Standard deviation3.762977458
Coefficient of variation (CV)3.248584156
Kurtosis558.4732854
Mean1.158343844
Median Absolute Deviation (MAD)1.59534453
Skewness15.69109073
Sum56720.623
Variance14.15999935
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 21273 36.6%
 
0.588 136 0.2%
 
0.347 134 0.2%
 
0.032 123 0.2%
 
0.288 122 0.2%
 
0.202 118 0.2%
 
0.101 116 0.2%
 
0.196 114 0.2%
 
0.099 113 0.2%
 
0.147 108 0.2%
 
Other values (4891) 26610 45.8%
 
(Missing) 9187 15.8%
 
ValueCountFrequency (%) 
-76.445 1 < 0.1%
 
-67.901 1 < 0.1%
 
-41.023 1 < 0.1%
 
-12.248 1 < 0.1%
 
-10.095 1 < 0.1%
 
ValueCountFrequency (%) 
218.329 1 < 0.1%
 
176.793 1 < 0.1%
 
141.865 1 < 0.1%
 
125.653 1 < 0.1%
 
117.888 1 < 0.1%
 

new_deaths_smoothed_per_million
Real number (ℝ)

MISSING
ZEROS
Distinct count5981
Unique (%)10.3%
Missing1833
Missing (%)3.2%
Infinite0
Infinite (%)0.0%
Mean0.9838497896
Minimum-10.921
Maximum63.14
Zeros17672
Zeros (%)30.4%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-10.921
5-th percentile0
Q10
median0.074
Q30.686
95-th percentile5.226
Maximum63.14
Range74.061
Interquartile range (IQR)0.686

Descriptive statistics

Standard deviation2.572956105
Coefficient of variation (CV)2.615192006
Kurtosis56.34202901
Mean0.9838497896
Median Absolute Deviation (MAD)1.344758489
Skewness5.735084004
Sum55411.404
Variance6.62010312
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 17672 30.4%
 
0.026 339 0.6%
 
0.011 336 0.6%
 
0.022 336 0.6%
 
0.013 309 0.5%
 
0.007 281 0.5%
 
0.009 276 0.5%
 
0.005 262 0.5%
 
0.015 237 0.4%
 
0.016 233 0.4%
 
Other values (5970) 36040 62.0%
 
(Missing) 1833 3.2%
 
ValueCountFrequency (%) 
-10.921 7 < 0.1%
 
-9.656 3 < 0.1%
 
-9.613 2 < 0.1%
 
-9.591 1 < 0.1%
 
-9.547 1 < 0.1%
 
ValueCountFrequency (%) 
63.14 2 < 0.1%
 
58.931 1 < 0.1%
 
54.722 1 < 0.1%
 
42.094 4 < 0.1%
 
37.884 4 < 0.1%
 

reproduction_rate
Real number (ℝ)

MISSING
Distinct count356
Unique (%)0.6%
Missing13159
Missing (%)22.6%
Infinite0
Infinite (%)0.0%
Mean1.039730192
Minimum-0.01
Maximum6.74
Zeros408
Zeros (%)0.7%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-0.01
5-th percentile0.4
Q10.88
median1.04
Q31.2
95-th percentile1.56
Maximum6.74
Range6.75
Interquartile range (IQR)0.32

Descriptive statistics

Standard deviation0.373144665
Coefficient of variation (CV)0.3588860531
Kurtosis11.05718531
Mean1.039730192
Median Absolute Deviation (MAD)0.2480898122
Skewness1.117941988
Sum46782.66
Variance0.139236941
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.03 978 1.7%
 
1.06 965 1.7%
 
1.04 939 1.6%
 
1.05 891 1.5%
 
1 823 1.4%
 
1.01 803 1.4%
 
1.1 796 1.4%
 
1.13 782 1.3%
 
1.07 779 1.3%
 
1.11 771 1.3%
 
Other values (345) 36468 62.7%
 
(Missing) 13159 22.6%
 
ValueCountFrequency (%) 
-0.01 1 < 0.1%
 
0 408 0.7%
 
0.01 59 0.1%
 
0.02 25 < 0.1%
 
0.03 25 < 0.1%
 
ValueCountFrequency (%) 
6.74 1 < 0.1%
 
6.69 1 < 0.1%
 
6.14 1 < 0.1%
 
6.07 1 < 0.1%
 
5.57 1 < 0.1%
 

icu_patients
Real number (ℝ≥0)

MISSING
Distinct count1683
Unique (%)2.9%
Missing52082
Missing (%)89.6%
Infinite0
Infinite (%)0.0%
Mean899.0492424
Minimum0
Maximum23069
Zeros424
Zeros (%)0.7%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q111
median76
Q3521
95-th percentile4946.65
Maximum23069
Range23069
Interquartile range (IQR)510

Descriptive statistics

Standard deviation2496.906889
Coefficient of variation (CV)2.777274893
Kurtosis30.96075709
Mean899.0492424
Median Absolute Deviation (MAD)1237.800616
Skewness5.069537601
Sum5459027
Variance6234544.012
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 424 0.7%
 
1 224 0.4%
 
2 189 0.3%
 
3 146 0.3%
 
4 111 0.2%
 
6 82 0.1%
 
5 79 0.1%
 
11 68 0.1%
 
9 60 0.1%
 
10 59 0.1%
 
Other values (1672) 4630 8.0%
 
(Missing) 52082 89.6%
 
ValueCountFrequency (%) 
0 424 0.7%
 
1 224 0.4%
 
2 189 0.3%
 
3 146 0.3%
 
4 111 0.2%
 
ValueCountFrequency (%) 
23069 1 < 0.1%
 
22843 1 < 0.1%
 
22607 1 < 0.1%
 
22592 1 < 0.1%
 
22489 1 < 0.1%
 

icu_patients_per_million
Real number (ℝ≥0)

MISSING
Distinct count3259
Unique (%)5.6%
Missing52082
Missing (%)89.6%
Infinite0
Infinite (%)0.0%
Mean17.87729216
Minimum0
Maximum127.183
Zeros424
Zeros (%)0.7%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12.265
median7.519
Q324.8575
95-th percentile66.81435
Maximum127.183
Range127.183
Interquartile range (IQR)22.5925

Descriptive statistics

Standard deviation23.05376079
Coefficient of variation (CV)1.28955552
Kurtosis3.314166803
Mean17.87729216
Median Absolute Deviation (MAD)17.28163142
Skewness1.862627006
Sum108550.918
Variance531.4758864
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 424 0.7%
 
0.754 56 0.1%
 
1.508 42 0.1%
 
2.283 39 0.1%
 
1.142 34 0.1%
 
1.598 33 0.1%
 
3.195 30 0.1%
 
4.793 29 < 0.1%
 
2.265 28 < 0.1%
 
1.443 28 < 0.1%
 
Other values (3248) 5329 9.2%
 
(Missing) 52082 89.6%
 
ValueCountFrequency (%) 
0 424 0.7%
 
0.015 10 < 0.1%
 
0.026 1 < 0.1%
 
0.031 1 < 0.1%
 
0.053 3 < 0.1%
 
ValueCountFrequency (%) 
127.183 1 < 0.1%
 
126.838 2 < 0.1%
 
126.32 1 < 0.1%
 
126.234 1 < 0.1%
 
125.889 1 < 0.1%
 

hosp_patients
Real number (ℝ≥0)

MISSING
Distinct count2872
Unique (%)4.9%
Missing51323
Missing (%)88.3%
Infinite0
Infinite (%)0.0%
Mean4642.238764
Minimum0
Maximum125220
Zeros173
Zeros (%)0.3%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile3
Q140
median264
Q32205
95-th percentile29826
Maximum125220
Range125220
Interquartile range (IQR)2165

Descriptive statistics

Standard deviation12556.02502
Coefficient of variation (CV)2.70473486
Kurtosis29.65357423
Mean4642.238764
Median Absolute Deviation (MAD)6664.711573
Skewness4.787463602
Sum31711133
Variance157653764.2
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 173 0.3%
 
6 88 0.2%
 
4 87 0.1%
 
1 81 0.1%
 
7 77 0.1%
 
5 71 0.1%
 
3 60 0.1%
 
2 60 0.1%
 
9 58 0.1%
 
8 54 0.1%
 
Other values (2861) 6022 10.4%
 
(Missing) 51323 88.3%
 
ValueCountFrequency (%) 
0 173 0.3%
 
1 81 0.1%
 
2 60 0.1%
 
3 60 0.1%
 
4 87 0.1%
 
ValueCountFrequency (%) 
125220 1 < 0.1%
 
124693 1 < 0.1%
 
121235 1 < 0.1%
 
120151 1 < 0.1%
 
119463 1 < 0.1%
 

hosp_patients_per_million
Real number (ℝ≥0)

MISSING
Distinct count4791
Unique (%)8.2%
Missing51323
Missing (%)88.3%
Infinite0
Infinite (%)0.0%
Mean112.0736441
Minimum0
Maximum922.018
Zeros173
Zeros (%)0.3%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.291
Q110.582
median42.242
Q3127.434
95-th percentile489.598
Maximum922.018
Range922.018
Interquartile range (IQR)116.852

Descriptive statistics

Standard deviation162.130824
Coefficient of variation (CV)1.44664542
Kurtosis4.106486446
Mean112.0736441
Median Absolute Deviation (MAD)116.7274432
Skewness2.091654133
Sum765575.063
Variance26286.40408
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 173 0.3%
 
2.93 35 0.1%
 
4.567 23 < 0.1%
 
3.015 20 < 0.1%
 
5.861 18 < 0.1%
 
3.711 18 < 0.1%
 
7.992 17 < 0.1%
 
1.59 17 < 0.1%
 
2.651 16 < 0.1%
 
2.121 15 < 0.1%
 
Other values (4780) 6479 11.1%
 
(Missing) 51323 88.3%
 
ValueCountFrequency (%) 
0 173 0.3%
 
0.015 2 < 0.1%
 
0.031 1 < 0.1%
 
0.061 2 < 0.1%
 
0.092 5 < 0.1%
 
ValueCountFrequency (%) 
922.018 1 < 0.1%
 
910.263 1 < 0.1%
 
906.589 1 < 0.1%
 
900.345 1 < 0.1%
 
899.243 1 < 0.1%
 

weekly_icu_admissions
Real number (ℝ≥0)

MISSING
Distinct count401
Unique (%)0.7%
Missing57611
Missing (%)99.1%
Infinite0
Infinite (%)0.0%
Mean387.5643076
Minimum0
Maximum10301.189
Zeros35
Zeros (%)0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q14.908
median33.044
Q3280.6995
95-th percentile1643.2353
Maximum10301.189
Range10301.189
Interquartile range (IQR)275.7915

Descriptive statistics

Standard deviation1063.174332
Coefficient of variation (CV)2.743220444
Kurtosis42.29022155
Mean387.5643076
Median Absolute Deviation (MAD)515.7954059
Skewness5.857250706
Sum210447.419
Variance1130339.66
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 35 0.1%
 
1.001 8 < 0.1%
 
0.895 7 < 0.1%
 
1 5 < 0.1%
 
3 5 < 0.1%
 
1.007 4 < 0.1%
 
2.997 4 < 0.1%
 
1.944 4 < 0.1%
 
7.898 4 < 0.1%
 
0.982 4 < 0.1%
 
Other values (390) 463 0.8%
 
(Missing) 57611 99.1%
 
ValueCountFrequency (%) 
0 35 0.1%
 
0.895 7 < 0.1%
 
0.982 4 < 0.1%
 
0.999 4 < 0.1%
 
1 5 < 0.1%
 
ValueCountFrequency (%) 
10301.189 1 < 0.1%
 
10003.748 1 < 0.1%
 
9129.634 1 < 0.1%
 
7347.008 1 < 0.1%
 
7310.587 1 < 0.1%
 

weekly_icu_admissions_per_million
Real number (ℝ≥0)

MISSING
Distinct count395
Unique (%)0.7%
Missing57611
Missing (%)99.1%
Infinite0
Infinite (%)0.0%
Mean23.13189134
Minimum0
Maximum888.829
Zeros35
Zeros (%)0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.1685
median3.191
Q313.1735
95-th percentile65.3463
Maximum888.829
Range888.829
Interquartile range (IQR)12.005

Descriptive statistics

Standard deviation84.50660188
Coefficient of variation (CV)3.653250857
Kurtosis62.16412342
Mean23.13189134
Median Absolute Deviation (MAD)31.08266097
Skewness7.433823692
Sum12560.617
Variance7141.365762
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 35 0.1%
 
0.755 8 < 0.1%
 
2.026 7 < 0.1%
 
1.142 5 < 0.1%
 
3.425 5 < 0.1%
 
0.816 4 < 0.1%
 
2.039 4 < 0.1%
 
0.481 4 < 0.1%
 
2.283 4 < 0.1%
 
6.039 4 < 0.1%
 
Other values (384) 463 0.8%
 
(Missing) 57611 99.1%
 
ValueCountFrequency (%) 
0 35 0.1%
 
0.064 1 < 0.1%
 
0.149 1 < 0.1%
 
0.17 1 < 0.1%
 
0.174 2 < 0.1%
 
ValueCountFrequency (%) 
888.829 1 < 0.1%
 
863.165 1 < 0.1%
 
787.743 1 < 0.1%
 
633.93 1 < 0.1%
 
630.788 1 < 0.1%
 

weekly_hosp_admissions
Real number (ℝ≥0)

MISSING
Distinct count766
Unique (%)1.3%
Missing57277
Missing (%)98.5%
Infinite0
Infinite (%)0.0%
Mean2740.700406
Minimum0
Maximum50887.393
Zeros13
Zeros (%)< 0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q124.031
median209.423
Q31640.947
95-th percentile14749.4808
Maximum50887.393
Range50887.393
Interquartile range (IQR)1616.916

Descriptive statistics

Standard deviation6200.431522
Coefficient of variation (CV)2.262352904
Kurtosis18.00550688
Mean2740.700406
Median Absolute Deviation (MAD)3756.409555
Skewness3.751893245
Sum2403594.256
Variance38445351.06
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 13 < 0.1%
 
1 10 < 0.1%
 
0.895 6 < 0.1%
 
0.956 6 < 0.1%
 
4 5 < 0.1%
 
0.982 4 < 0.1%
 
1.001 4 < 0.1%
 
13.419 4 < 0.1%
 
5.894 3 < 0.1%
 
24.031 3 < 0.1%
 
Other values (755) 819 1.4%
 
(Missing) 57277 98.5%
 
ValueCountFrequency (%) 
0 13 < 0.1%
 
0.895 6 < 0.1%
 
0.956 6 < 0.1%
 
0.974 2 < 0.1%
 
0.982 4 < 0.1%
 
ValueCountFrequency (%) 
50887.393 1 < 0.1%
 
50867.575 1 < 0.1%
 
46641.41 1 < 0.1%
 
46240.097 1 < 0.1%
 
36365.833 1 < 0.1%
 

weekly_hosp_admissions_per_million
Real number (ℝ≥0)

MISSING
Distinct count761
Unique (%)1.3%
Missing57277
Missing (%)98.5%
Infinite0
Infinite (%)0.0%
Mean90.94703421
Minimum0
Maximum2645.194
Zeros13
Zeros (%)< 0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.8756
Q16.247
median22.287
Q370.222
95-th percentile392.5212
Maximum2645.194
Range2645.194
Interquartile range (IQR)63.975

Descriptive statistics

Standard deviation238.0996297
Coefficient of variation (CV)2.618003234
Kurtosis58.39358481
Mean90.94703421
Median Absolute Deviation (MAD)108.9734136
Skewness6.793487373
Sum79760.549
Variance56691.43365
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 13 < 0.1%
 
1.142 10 < 0.1%
 
2.026 6 < 0.1%
 
2.801 6 < 0.1%
 
4.567 5 < 0.1%
 
0.755 4 < 0.1%
 
0.521 4 < 0.1%
 
30.392 4 < 0.1%
 
3.125 4 < 0.1%
 
1.631 3 < 0.1%
 
Other values (750) 818 1.4%
 
(Missing) 57277 98.5%
 
ValueCountFrequency (%) 
0 13 < 0.1%
 
0.018 1 < 0.1%
 
0.075 1 < 0.1%
 
0.094 1 < 0.1%
 
0.155 1 < 0.1%
 
ValueCountFrequency (%) 
2645.194 1 < 0.1%
 
2644.163 1 < 0.1%
 
2424.482 1 < 0.1%
 
2403.621 1 < 0.1%
 
1890.344 1 < 0.1%
 

new_tests
Real number (ℝ)

MISSING
Distinct count15142
Unique (%)26.0%
Missing31208
Missing (%)53.7%
Infinite0
Infinite (%)0.0%
Mean33241.18077
Minimum-47510
Maximum2133928
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-47510
5-th percentile114
Q11166
median4471.5
Q316493.75
95-th percentile106018.25
Maximum2133928
Range2181438
Interquartile range (IQR)15327.75

Descriptive statistics

Standard deviation135791.5731
Coefficient of variation (CV)4.085040601
Kurtosis77.96324939
Mean33241.18077
Median Absolute Deviation (MAD)46163.85468
Skewness8.102321836
Sum895716857
Variance1.843935132e+10
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 62 0.1%
 
2 37 0.1%
 
5 28 < 0.1%
 
4 28 < 0.1%
 
7 26 < 0.1%
 
12 22 < 0.1%
 
3 21 < 0.1%
 
10 21 < 0.1%
 
29 20 < 0.1%
 
9 19 < 0.1%
 
Other values (15131) 26662 45.8%
 
(Missing) 31208 53.7%
 
ValueCountFrequency (%) 
-47510 1 < 0.1%
 
-3743 1 < 0.1%
 
-1884 1 < 0.1%
 
-1377 1 < 0.1%
 
-357 1 < 0.1%
 
ValueCountFrequency (%) 
2133928 1 < 0.1%
 
2092731 1 < 0.1%
 
2087216 1 < 0.1%
 
2068496 1 < 0.1%
 
2041839 1 < 0.1%
 

total_tests
Real number (ℝ≥0)

MISSING
Distinct count26144
Unique (%)45.0%
Missing31266
Missing (%)53.8%
Infinite0
Infinite (%)0.0%
Mean3266460.365
Minimum1
Maximum247986030
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile2434
Q180822.5
median381179
Q31502667
95-th percentile9068685.5
Maximum247986030
Range247986029
Interquartile range (IQR)1421844.5

Descriptive statistics

Standard deviation15111114.31
Coefficient of variation (CV)4.626143478
Kurtosis106.3145672
Mean3266460.365
Median Absolute Deviation (MAD)4612964.624
Skewness9.509868565
Sum8.782858629e+10
Variance2.283457758e+14
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4 9 < 0.1%
 
1 8 < 0.1%
 
2 8 < 0.1%
 
9 8 < 0.1%
 
16 7 < 0.1%
 
5 6 < 0.1%
 
3 6 < 0.1%
 
25 6 < 0.1%
 
14 6 < 0.1%
 
11 6 < 0.1%
 
Other values (26133) 26818 46.1%
 
(Missing) 31266 53.8%
 
ValueCountFrequency (%) 
1 8 < 0.1%
 
2 8 < 0.1%
 
3 6 < 0.1%
 
4 9 < 0.1%
 
5 6 < 0.1%
 
ValueCountFrequency (%) 
247986030 1 < 0.1%
 
247114528 1 < 0.1%
 
245790659 1 < 0.1%
 
244465563 1 < 0.1%
 
243456048 1 < 0.1%
 

total_tests_per_thousand
Real number (ℝ≥0)

MISSING
Distinct count22273
Unique (%)38.3%
Missing31266
Missing (%)53.8%
Infinite0
Infinite (%)0.0%
Mean110.8170612
Minimum0
Maximum2661.802
Zeros60
Zeros (%)0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.143
Q15.71375
median28.546
Q3117.4755
95-th percentile458.3507
Maximum2661.802
Range2661.802
Interquartile range (IQR)111.76175

Descriptive statistics

Standard deviation225.1376178
Coefficient of variation (CV)2.031615126
Kurtosis32.95464731
Mean110.8170612
Median Absolute Deviation (MAD)126.5829353
Skewness4.87566215
Sum2979649.142
Variance50686.94696
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.001 74 0.1%
 
0 60 0.1%
 
0.002 56 0.1%
 
0.003 43 0.1%
 
0.007 35 0.1%
 
0.004 32 0.1%
 
0.005 25 < 0.1%
 
0.015 25 < 0.1%
 
0.01 23 < 0.1%
 
0.008 22 < 0.1%
 
Other values (22262) 26493 45.6%
 
(Missing) 31266 53.8%
 
ValueCountFrequency (%) 
0 60 0.1%
 
0.001 74 0.1%
 
0.002 56 0.1%
 
0.003 43 0.1%
 
0.004 32 0.1%
 
ValueCountFrequency (%) 
2661.802 1 < 0.1%
 
2647.664 1 < 0.1%
 
2636.264 1 < 0.1%
 
2635.785 1 < 0.1%
 
2634.026 1 < 0.1%
 

new_tests_per_thousand
Real number (ℝ)

MISSING
Distinct count4691
Unique (%)8.1%
Missing31208
Missing (%)53.7%
Infinite0
Infinite (%)0.0%
Mean1.101708343
Minimum-0.786
Maximum106.715
Zeros243
Zeros (%)0.4%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum-0.786
5-th percentile0.007
Q10.084
median0.388
Q31.248
95-th percentile4.1915
Maximum106.715
Range107.501
Interquartile range (IQR)1.164

Descriptive statistics

Standard deviation2.175981233
Coefficient of variation (CV)1.975097355
Kurtosis233.5615671
Mean1.101708343
Median Absolute Deviation (MAD)1.165616651
Skewness8.532092827
Sum29686.633
Variance4.734894327
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 243 0.4%
 
0.001 241 0.4%
 
0.002 204 0.4%
 
0.004 154 0.3%
 
0.005 148 0.3%
 
0.003 144 0.2%
 
0.006 143 0.2%
 
0.007 133 0.2%
 
0.008 122 0.2%
 
0.012 108 0.2%
 
Other values (4680) 25306 43.5%
 
(Missing) 31208 53.7%
 
ValueCountFrequency (%) 
-0.786 1 < 0.1%
 
-0.398 1 < 0.1%
 
-0.212 1 < 0.1%
 
-0.145 1 < 0.1%
 
-0.078 1 < 0.1%
 
ValueCountFrequency (%) 
106.715 1 < 0.1%
 
28.715 1 < 0.1%
 
27.912 1 < 0.1%
 
26.225 1 < 0.1%
 
24.729 1 < 0.1%
 

new_tests_smoothed
Real number (ℝ≥0)

MISSING
Distinct count16890
Unique (%)29.0%
Missing27957
Missing (%)48.1%
Infinite0
Infinite (%)0.0%
Mean32381.74365
Minimum0
Maximum1840248
Zeros69
Zeros (%)0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile122.8
Q11226
median4721
Q318208
95-th percentile113950.6
Maximum1840248
Range1840248
Interquartile range (IQR)16982

Descriptive statistics

Standard deviation126646.8501
Coefficient of variation (CV)3.911057153
Kurtosis77.74628162
Mean32381.74365
Median Absolute Deviation (MAD)43659.58257
Skewness8.141836751
Sum977831513
Variance1.603942465e+10
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 69 0.1%
 
1 56 0.1%
 
2 46 0.1%
 
3 33 0.1%
 
5 28 < 0.1%
 
4 28 < 0.1%
 
273 27 < 0.1%
 
29 21 < 0.1%
 
39 20 < 0.1%
 
30 20 < 0.1%
 
Other values (16879) 29849 51.3%
 
(Missing) 27957 48.1%
 
ValueCountFrequency (%) 
0 69 0.1%
 
1 56 0.1%
 
2 46 0.1%
 
3 33 0.1%
 
4 28 < 0.1%
 
ValueCountFrequency (%) 
1840248 1 < 0.1%
 
1824968 1 < 0.1%
 
1816921 1 < 0.1%
 
1790552 1 < 0.1%
 
1767992 1 < 0.1%
 

new_tests_smoothed_per_thousand
Real number (ℝ≥0)

MISSING
Distinct count4843
Unique (%)8.3%
Missing27957
Missing (%)48.1%
Infinite0
Infinite (%)0.0%
Mean1.074615591
Minimum0
Maximum23.7
Zeros330
Zeros (%)0.6%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.008
Q10.086
median0.4
Q31.301
95-th percentile4.0582
Maximum23.7
Range23.7
Interquartile range (IQR)1.215

Descriptive statistics

Standard deviation1.917378115
Coefficient of variation (CV)1.784245577
Kurtosis27.27550943
Mean1.074615591
Median Absolute Deviation (MAD)1.116885732
Skewness4.465534153
Sum32450.167
Variance3.676338835
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 330 0.6%
 
0.001 239 0.4%
 
0.002 208 0.4%
 
0.006 162 0.3%
 
0.004 142 0.2%
 
0.003 128 0.2%
 
0.007 124 0.2%
 
0.005 122 0.2%
 
0.045 122 0.2%
 
0.014 119 0.2%
 
Other values (4832) 28501 49.0%
 
(Missing) 27957 48.1%
 
ValueCountFrequency (%) 
0 330 0.6%
 
0.001 239 0.4%
 
0.002 208 0.4%
 
0.003 128 0.2%
 
0.004 142 0.2%
 
ValueCountFrequency (%) 
23.7 1 < 0.1%
 
23.293 1 < 0.1%
 
23.005 1 < 0.1%
 
21.897 1 < 0.1%
 
21.056 1 < 0.1%
 

positive_rate
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count563
Unique (%)1.0%
Missing29659
Missing (%)51.0%
Infinite0
Infinite (%)0.0%
Mean0.08140452711
Minimum0
Maximum0.636
Zeros906
Zeros (%)1.6%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.001
Q10.013
median0.042
Q30.114
95-th percentile0.298
Maximum0.636
Range0.636
Interquartile range (IQR)0.101

Descriptive statistics

Standard deviation0.09907046292
Coefficient of variation (CV)1.217014169
Kurtosis4.009642073
Mean0.08140452711
Median Absolute Deviation (MAD)0.07305651257
Skewness1.936272837
Sum2319.622
Variance0.009814956623
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.001 1000 1.7%
 
0 906 1.6%
 
0.002 652 1.1%
 
0.004 559 1.0%
 
0.005 557 1.0%
 
0.003 522 0.9%
 
0.006 455 0.8%
 
0.008 452 0.8%
 
0.009 433 0.7%
 
0.01 423 0.7%
 
Other values (552) 22536 38.8%
 
(Missing) 29659 51.0%
 
ValueCountFrequency (%) 
0 906 1.6%
 
0.001 1000 1.7%
 
0.002 652 1.1%
 
0.003 522 0.9%
 
0.004 559 1.0%
 
ValueCountFrequency (%) 
0.636 1 < 0.1%
 
0.63 1 < 0.1%
 
0.628 2 < 0.1%
 
0.619 1 < 0.1%
 
0.618 1 < 0.1%
 

tests_per_case
Real number (ℝ≥0)

MISSING
SKEWED
Distinct count4663
Unique (%)8.0%
Missing30125
Missing (%)51.8%
Infinite0
Infinite (%)0.0%
Mean167.4960791
Minimum1.6
Maximum44258.7
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1.6
5-th percentile3.3
Q18.6
median22.9
Q372.9
95-th percentile688.56
Maximum44258.7
Range44257.1
Interquartile range (IQR)64.3

Descriptive statistics

Standard deviation846.5563019
Coefficient of variation (CV)5.054185785
Kurtosis775.4851316
Mean167.4960791
Median Absolute Deviation (MAD)232.8590103
Skewness22.87433113
Sum4694747.6
Variance716657.5722
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3 145 0.2%
 
3.7 137 0.2%
 
3.1 129 0.2%
 
8.3 129 0.2%
 
3.6 128 0.2%
 
4.8 126 0.2%
 
3.9 126 0.2%
 
4.7 125 0.2%
 
4.1 123 0.2%
 
3.4 121 0.2%
 
Other values (4652) 26740 46.0%
 
(Missing) 30125 51.8%
 
ValueCountFrequency (%) 
1.6 9 < 0.1%
 
1.7 8 < 0.1%
 
1.8 16 < 0.1%
 
1.9 77 0.1%
 
2 71 0.1%
 
ValueCountFrequency (%) 
44258.7 1 < 0.1%
 
37002.3 1 < 0.1%
 
30601.4 1 < 0.1%
 
27035 1 < 0.1%
 
26975.5 1 < 0.1%
 

tests_units
Categorical

MISSING
Distinct count5
Unique (%)< 0.1%
Missing26852
Missing (%)46.2%
Memory size454.5 KiB
tests performed
18845
people tested
6672
samples tested
5136
units unclear
 
649
ValueCountFrequency (%) 
tests performed 18845 32.4%
 
people tested 6672 11.5%
 
samples tested 5136 8.8%
 
units unclear 649 1.1%
 
(Missing) 26852 46.2%
 

total_vaccinations
Real number (ℝ≥0)

MISSING
Distinct count178
Unique (%)0.3%
Missing57974
Missing (%)99.7%
Infinite0
Infinite (%)0.0%
Mean828844.1556
Minimum55
Maximum12996098
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum55
5-th percentile570.15
Q15748.5
median35752
Q3243863.5
95-th percentile4583511.1
Maximum12996098
Range12996043
Interquartile range (IQR)238115

Descriptive statistics

Standard deviation2187413.989
Coefficient of variation (CV)2.639113727
Kurtosis15.80367728
Mean828844.1556
Median Absolute Deviation (MAD)1231849.519
Skewness3.817325958
Sum149191948
Variance4.784779958e+12
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
297 2 < 0.1%
 
7201 2 < 0.1%
 
516 2 < 0.1%
 
58643 1 < 0.1%
 
23224 1 < 0.1%
 
50543 1 < 0.1%
 
1224000 1 < 0.1%
 
31400 1 < 0.1%
 
6824 1 < 0.1%
 
84546 1 < 0.1%
 
Other values (167) 167 0.3%
 
(Missing) 57974 99.7%
 
ValueCountFrequency (%) 
55 1 < 0.1%
 
207 1 < 0.1%
 
297 2 < 0.1%
 
332 1 < 0.1%
 
352 1 < 0.1%
 
ValueCountFrequency (%) 
12996098 1 < 0.1%
 
12532680 1 < 0.1%
 
12302639 1 < 0.1%
 
9945228 1 < 0.1%
 
9827205 1 < 0.1%
 

total_vaccinations_per_hundred
Real number (ℝ≥0)

MISSING
Distinct count70
Unique (%)0.1%
Missing57974
Missing (%)99.7%
Infinite0
Infinite (%)0.0%
Mean0.8583333333
Minimum0
Maximum14.14
Zeros10
Zeros (%)< 0.1%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.04
median0.12
Q30.3025
95-th percentile3.5725
Maximum14.14
Range14.14
Interquartile range (IQR)0.2625

Descriptive statistics

Standard deviation2.178269391
Coefficient of variation (CV)2.537789582
Kurtosis17.86277698
Mean0.8583333333
Median Absolute Deviation (MAD)1.206111111
Skewness4.030773705
Sum154.5
Variance4.744857542
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.02 13 < 0.1%
 
0.04 12 < 0.1%
 
0.07 12 < 0.1%
 
0 10 < 0.1%
 
0.13 9 < 0.1%
 
0.01 9 < 0.1%
 
0.03 9 < 0.1%
 
0.19 8 < 0.1%
 
0.05 7 < 0.1%
 
0.06 6 < 0.1%
 
Other values (59) 85 0.1%
 
(Missing) 57974 99.7%
 
ValueCountFrequency (%) 
0 10 < 0.1%
 
0.01 9 < 0.1%
 
0.02 13 < 0.1%
 
0.03 9 < 0.1%
 
0.04 12 < 0.1%
 
ValueCountFrequency (%) 
14.14 1 < 0.1%
 
12.59 1 < 0.1%
 
11.55 1 < 0.1%
 
10.97 1 < 0.1%
 
9.18 1 < 0.1%
 

stringency_index
Real number (ℝ≥0)

MISSING
Distinct count175
Unique (%)0.3%
Missing7238
Missing (%)12.4%
Infinite0
Infinite (%)0.0%
Mean59.35554443
Minimum0
Maximum100
Zeros477
Zeros (%)0.8%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile16.67
Q144.44
median62.04
Q377.78
95-th percentile90.74
Maximum100
Range100
Interquartile range (IQR)33.34

Descriptive statistics

Standard deviation22.48286856
Coefficient of variation (CV)0.3787829558
Kurtosis-0.4265261299
Mean59.35554443
Median Absolute Deviation (MAD)18.51087944
Skewness-0.4848683591
Sum3022146.9
Variance505.4793788
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60.19 1028 1.8%
 
84.26 1010 1.7%
 
80.56 973 1.7%
 
52.78 936 1.6%
 
71.3 919 1.6%
 
47.22 900 1.5%
 
57.41 845 1.5%
 
87.04 814 1.4%
 
64.81 737 1.3%
 
50.93 737 1.3%
 
Other values (164) 42017 72.3%
 
(Missing) 7238 12.4%
 
ValueCountFrequency (%) 
0 477 0.8%
 
1.85 3 < 0.1%
 
2.78 156 0.3%
 
5.56 117 0.2%
 
6.48 8 < 0.1%
 
ValueCountFrequency (%) 
100 446 0.8%
 
98.15 1 < 0.1%
 
97.22 78 0.1%
 
96.3 655 1.1%
 
95.37 15 < 0.1%
 

population
Real number (ℝ≥0)

Distinct count192
Unique (%)0.3%
Missing333
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean91186009.22
Minimum809
Maximum7794798729
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum809
5-th percentile110947
Q12722291
median9904608
Q332866268
95-th percentile164689383
Maximum7794798729
Range7794797920
Interquartile range (IQR)30143977

Descriptive statistics

Standard deviation620713062.3
Coefficient of variation (CV)6.807108542
Kurtosis140.4652352
Mean91186009.22
Median Absolute Deviation (MAD)136285801.1
Skewness11.65250054
Sum5.272466239e+12
Variance3.852847057e+17
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
128932753 370 0.6%
 
69799978 367 0.6%
 
23816775 355 0.6%
 
51269183 350 0.6%
 
331002647 349 0.6%
 
126476458 349 0.6%
 
7794798729 349 0.6%
 
1439323774 349 0.6%
 
97338583 348 0.6%
 
5850343 348 0.6%
 
Other values (181) 54287 93.4%
 
ValueCountFrequency (%) 
809 305 0.5%
 
33938 313 0.5%
 
38137 307 0.5%
 
39244 311 0.5%
 
53192 286 0.5%
 
ValueCountFrequency (%) 
7794798729 349 0.6%
 
1439323774 349 0.6%
 
1380004385 341 0.6%
 
331002647 349 0.6%
 
273523621 309 0.5%
 

population_density
Real number (ℝ≥0)

MISSING
Distinct count188
Unique (%)0.3%
Missing1557
Missing (%)2.7%
Infinite0
Infinite (%)0.0%
Mean323.9650929
Minimum1.98
Maximum19347.5
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1.98
5-th percentile4.289
Q136.253
median83.479
Q3208.354
95-th percentile622.962
Maximum19347.5
Range19345.52
Interquartile range (IQR)172.101

Descriptive statistics

Standard deviation1577.715782
Coefficient of variation (CV)4.870017839
Kurtosis116.8827084
Mean323.9650929
Median Absolute Deviation (MAD)403.1949018
Skewness10.42315914
Sum18335452.36
Variance2489187.088
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
66.444 370 0.6%
 
135.132 367 0.6%
 
527.967 350 0.6%
 
58.045 349 0.6%
 
147.674 349 0.6%
 
347.778 349 0.6%
 
35.608 349 0.6%
 
7915.731 348 0.6%
 
308.127 348 0.6%
 
122.578 347 0.6%
 
Other values (177) 53071 91.3%
 
(Missing) 1557 2.7%
 
ValueCountFrequency (%) 
1.98 301 0.5%
 
3.078 297 0.5%
 
3.202 345 0.6%
 
3.404 313 0.5%
 
3.612 297 0.5%
 
ValueCountFrequency (%) 
19347.5 311 0.5%
 
7915.731 348 0.6%
 
7039.714 71 0.1%
 
1935.907 316 0.5%
 
1454.433 303 0.5%
 

median_age
Real number (ℝ≥0)

MISSING
Distinct count131
Unique (%)0.2%
Missing2819
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean30.6438041
Minimum15.1
Maximum48.2
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum15.1
5-th percentile17.6
Q122.2
median29.9
Q339.1
95-th percentile44.4
Maximum48.2
Range33.1
Interquartile range (IQR)16.9

Descriptive statistics

Standard deviation9.119613447
Coefficient of variation (CV)0.2976005661
Kurtosis-1.237797439
Mean30.6438041
Median Absolute Deviation (MAD)7.84573699
Skewness0.08471262462
Sum1695674.9
Variance83.16734943
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32.4 1249 2.1%
 
38.7 974 1.7%
 
31.9 958 1.6%
 
28.6 947 1.6%
 
30.6 946 1.6%
 
29.1 904 1.6%
 
18.7 886 1.5%
 
17.7 877 1.5%
 
20.3 864 1.5%
 
42.4 682 1.2%
 
Other values (120) 46048 79.2%
 
(Missing) 2819 4.8%
 
ValueCountFrequency (%) 
15.1 291 0.5%
 
16.4 576 1.0%
 
16.7 292 0.5%
 
16.8 586 1.0%
 
17 300 0.5%
 
ValueCountFrequency (%) 
48.2 349 0.6%
 
47.9 340 0.6%
 
46.6 344 0.6%
 
46.2 314 0.5%
 
45.5 339 0.6%
 

aged_65_older
Real number (ℝ≥0)

MISSING
Distinct count180
Unique (%)0.3%
Missing3463
Missing (%)6.0%
Infinite0
Infinite (%)0.0%
Mean8.850773729
Minimum1.144
Maximum27.049
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1.144
5-th percentile2.409
Q13.466
median6.614
Q314.312
95-th percentile19.754
Maximum27.049
Range25.905
Interquartile range (IQR)10.846

Descriptive statistics

Standard deviation6.260261071
Coefficient of variation (CV)0.7073122942
Kurtosis-0.6890993947
Mean8.850773729
Median Absolute Deviation (MAD)5.413625944
Skewness0.7735294565
Sum484057.666
Variance39.19086868
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6.933 595 1.0%
 
6.857 370 0.6%
 
11.373 367 0.6%
 
13.914 350 0.6%
 
27.049 349 0.6%
 
15.413 349 0.6%
 
8.696 349 0.6%
 
10.641 349 0.6%
 
7.15 348 0.6%
 
12.922 348 0.6%
 
Other values (169) 50917 87.6%
 
(Missing) 3463 6.0%
 
ValueCountFrequency (%) 
1.144 342 0.6%
 
1.307 311 0.5%
 
2.168 290 0.5%
 
2.339 294 0.5%
 
2.345 316 0.5%
 
ValueCountFrequency (%) 
27.049 349 0.6%
 
23.021 340 0.6%
 
21.502 314 0.5%
 
21.453 344 0.6%
 
21.228 342 0.6%
 

aged_70_older
Real number (ℝ≥0)

MISSING
Distinct count178
Unique (%)0.3%
Missing3133
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean5.611062667
Minimum0.526
Maximum18.493
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.526
5-th percentile1.387
Q12.063
median3.915
Q39.167
95-th percentile13.748
Maximum18.493
Range17.967
Interquartile range (IQR)7.104

Descriptive statistics

Standard deviation4.275322813
Coefficient of variation (CV)0.7619452976
Kurtosis-0.3594521777
Mean5.611062667
Median Absolute Deviation (MAD)3.625419205
Skewness0.9035582645
Sum308726.279
Variance18.27838516
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.053 642 1.1%
 
1.845 606 1.0%
 
2.063 594 1.0%
 
1.726 556 1.0%
 
4.321 370 0.6%
 
6.89 367 0.6%
 
8.353 355 0.6%
 
8.622 350 0.6%
 
18.493 349 0.6%
 
5.355 349 0.6%
 
Other values (167) 50483 86.8%
 
(Missing) 3133 5.4%
 
ValueCountFrequency (%) 
0.526 342 0.6%
 
0.617 311 0.5%
 
1.114 316 0.5%
 
1.285 280 0.5%
 
1.308 290 0.5%
 
ValueCountFrequency (%) 
18.493 349 0.6%
 
16.24 340 0.6%
 
15.957 344 0.6%
 
14.924 314 0.5%
 
14.524 318 0.5%
 

gdp_per_capita
Real number (ℝ≥0)

MISSING
Distinct count184
Unique (%)0.3%
Missing2803
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean19224.64853
Minimum661.24
Maximum116935.6
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum661.24
5-th percentile1416.44
Q14541.795
median13111.214
Q327216.445
95-th percentile57410.166
Maximum116935.6
Range116274.36
Interquartile range (IQR)22674.65

Descriptive statistics

Standard deviation19681.77284
Coefficient of variation (CV)1.023778032
Kurtosis4.15648147
Mean19224.64853
Median Absolute Deviation (MAD)14883.29154
Skewness1.810871977
Sum1064103521
Variance387372182.1
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
17336.469 370 0.6%
 
16277.671 367 0.6%
 
35938.374 350 0.6%
 
39002.223 349 0.6%
 
15469.207 349 0.6%
 
54225.446 349 0.6%
 
15308.712 349 0.6%
 
85535.383 348 0.6%
 
6171.884 348 0.6%
 
57410.166 347 0.6%
 
Other values (173) 51825 89.1%
 
(Missing) 2803 4.8%
 
ValueCountFrequency (%) 
661.24 296 0.5%
 
702.225 280 0.5%
 
752.788 295 0.5%
 
808.133 300 0.5%
 
926 291 0.5%
 
ValueCountFrequency (%) 
116935.6 311 0.5%
 
94277.965 316 0.5%
 
85535.383 348 0.6%
 
71809.251 302 0.5%
 
67335.293 311 0.5%
 

extreme_poverty
Real number (ℝ≥0)

MISSING
Distinct count76
Unique (%)0.1%
Missing20268
Missing (%)34.9%
Infinite0
Infinite (%)0.0%
Mean13.13986697
Minimum0.1
Maximum77.6
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.1
Q10.5
median2
Q318.9
95-th percentile59.6
Maximum77.6
Range77.5
Interquartile range (IQR)18.4

Descriptive statistics

Standard deviation19.87082557
Coefficient of variation (CV)1.512254699
Kurtosis1.77119442
Mean13.13986697
Median Absolute Deviation (MAD)15.5278311
Skewness1.669508103
Sum497817
Variance394.849709
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2 4190 7.2%
 
0.5 3219 5.5%
 
0.1 2265 3.9%
 
0.7 2256 3.9%
 
1 1272 2.2%
 
2 995 1.7%
 
1.3 948 1.6%
 
1.5 926 1.6%
 
2.5 686 1.2%
 
0.6 635 1.1%
 
Other values (65) 20494 35.2%
 
(Missing) 20268 34.9%
 
ValueCountFrequency (%) 
0.1 2265 3.9%
 
0.2 4190 7.2%
 
0.5 3219 5.5%
 
0.6 635 1.1%
 
0.7 2256 3.9%
 
ValueCountFrequency (%) 
77.6 291 0.5%
 
77.1 300 0.5%
 
71.7 280 0.5%
 
71.4 282 0.5%
 
67.1 286 0.5%
 

cardiovasc_death_rate
Real number (ℝ≥0)

MISSING
Distinct count185
Unique (%)0.3%
Missing2223
Missing (%)3.8%
Infinite0
Infinite (%)0.0%
Mean255.9960538
Minimum79.37
Maximum724.417
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum79.37
5-th percentile103.957
Q1164.905
median241.219
Q3325.721
95-th percentile466.792
Maximum724.417
Range645.047
Interquartile range (IQR)160.816

Descriptive statistics

Standard deviation117.9646381
Coefficient of variation (CV)0.4608064708
Kurtosis0.8253244041
Mean255.9960538
Median Absolute Deviation (MAD)92.22099152
Skewness0.883810867
Sum14318115.29
Variance13915.65584
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
152.783 370 0.6%
 
109.861 367 0.6%
 
103.957 355 0.6%
 
85.998 350 0.6%
 
233.07 349 0.6%
 
79.37 349 0.6%
 
261.899 349 0.6%
 
151.089 349 0.6%
 
245.465 348 0.6%
 
92.243 348 0.6%
 
Other values (174) 52397 90.1%
 
(Missing) 2223 3.8%
 
ValueCountFrequency (%) 
79.37 349 0.6%
 
85.755 305 0.5%
 
85.998 350 0.6%
 
86.06 347 0.6%
 
92.243 348 0.6%
 
ValueCountFrequency (%) 
724.417 296 0.5%
 
597.029 316 0.5%
 
561.494 291 0.5%
 
559.812 310 0.5%
 
557.793 69 0.1%
 

diabetes_prevalence
Real number (ℝ≥0)

MISSING
Distinct count137
Unique (%)0.2%
Missing1579
Missing (%)2.7%
Infinite0
Infinite (%)0.0%
Mean7.764198851
Minimum0.99
Maximum30.53
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.99
5-th percentile2.42
Q15.29
median7.11
Q310.08
95-th percentile16.52
Maximum30.53
Range29.54
Interquartile range (IQR)4.79

Descriptive statistics

Standard deviation3.875221117
Coefficient of variation (CV)0.4991140994
Kurtosis2.003638635
Mean7.764198851
Median Absolute Deviation (MAD)2.9695618
Skewness1.094395018
Sum439259.55
Variance15.01733871
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.42 3823 6.6%
 
7.11 2083 3.6%
 
3.94 1988 3.4%
 
10.08 1530 2.6%
 
11.62 1182 2.0%
 
6.05 1158 2.0%
 
7.2 898 1.5%
 
6.1 888 1.5%
 
9.74 663 1.1%
 
5.59 662 1.1%
 
Other values (126) 41700 71.7%
 
(Missing) 1579 2.7%
 
ValueCountFrequency (%) 
0.99 295 0.5%
 
1.82 276 0.5%
 
1.91 294 0.5%
 
2.42 3823 6.6%
 
2.5 290 0.5%
 
ValueCountFrequency (%) 
30.53 69 0.1%
 
22.02 293 0.5%
 
18.68 85 0.1%
 
17.72 309 0.5%
 
17.65 291 0.5%
 

female_smokers
Real number (ℝ≥0)

MISSING
Distinct count109
Unique (%)0.2%
Missing13980
Missing (%)24.0%
Infinite0
Infinite (%)0.0%
Mean10.59081283
Minimum0.1
Maximum44
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.4
Q11.9
median6.3
Q319.3
95-th percentile30.1
Maximum44
Range43.9
Interquartile range (IQR)17.4

Descriptive statistics

Standard deviation10.43008374
Coefficient of variation (CV)0.9848237248
Kurtosis-0.1603150267
Mean10.59081283
Median Absolute Deviation (MAD)8.908706446
Skewness0.9504101543
Sum467838.566
Variance108.7866468
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.9 1351 2.3%
 
2 1256 2.2%
 
1 1002 1.7%
 
0.8 965 1.7%
 
0.3 951 1.6%
 
1.7 886 1.5%
 
1.6 863 1.5%
 
0.4 847 1.5%
 
2.8 680 1.2%
 
30.1 650 1.1%
 
Other values (98) 34723 59.7%
 
(Missing) 13980 24.0%
 
ValueCountFrequency (%) 
0.1 291 0.5%
 
0.2 616 1.1%
 
0.3 951 1.6%
 
0.4 847 1.5%
 
0.5 316 0.5%
 
ValueCountFrequency (%) 
44 294 0.5%
 
37.7 314 0.5%
 
35.3 318 0.5%
 
34.3 315 0.5%
 
34.2 317 0.5%
 

male_smokers
Real number (ℝ≥0)

MISSING
Distinct count125
Unique (%)0.2%
Missing14585
Missing (%)25.1%
Infinite0
Infinite (%)0.0%
Mean32.64879421
Minimum7.7
Maximum78.1
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum7.7
5-th percentile13.5
Q121.6
median31.4
Q341.1
95-th percentile53.3
Maximum78.1
Range70.4
Interquartile range (IQR)19.5

Descriptive statistics

Standard deviation13.45484355
Coefficient of variation (CV)0.412108437
Kurtosis0.2793497766
Mean32.64879421
Median Absolute Deviation (MAD)10.95967116
Skewness0.5338999819
Sum1422475.315
Variance181.032815
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24.7 1211 2.1%
 
16.5 933 1.6%
 
33.7 693 1.2%
 
31.4 675 1.2%
 
16.6 657 1.1%
 
37.8 655 1.1%
 
33.1 651 1.1%
 
34.8 649 1.1%
 
18.8 636 1.1%
 
30.9 617 1.1%
 
Other values (114) 36192 62.2%
 
(Missing) 14585 25.1%
 
ValueCountFrequency (%) 
7.7 297 0.5%
 
8.5 298 0.5%
 
9.9 302 0.5%
 
10.8 312 0.5%
 
11.4 290 0.5%
 
ValueCountFrequency (%) 
78.1 289 0.5%
 
76.1 309 0.5%
 
65.8 307 0.5%
 
58.3 340 0.6%
 
55.5 314 0.5%
 

handwashing_facilities
Real number (ℝ≥0)

MISSING
Distinct count96
Unique (%)0.2%
Missing30183
Missing (%)51.9%
Infinite0
Infinite (%)0.0%
Mean51.17904726
Minimum1.188
Maximum98.999
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum1.188
5-th percentile4.617
Q120.859
median50.54
Q383.241
95-th percentile95.803
Maximum98.999
Range97.811
Interquartile range (IQR)62.382

Descriptive statistics

Standard deviation31.78301314
Coefficient of variation (CV)0.6210161157
Kurtosis-1.48316894
Mean51.17904726
Median Absolute Deviation (MAD)28.55728127
Skewness-0.07118323178
Sum1431529.131
Variance1010.159924
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
87.847 370 0.6%
 
90.67 367 0.6%
 
60.13 349 0.6%
 
85.847 348 0.6%
 
47.782 346 0.6%
 
66.229 344 0.6%
 
59.55 341 0.6%
 
78.463 341 0.6%
 
43.993 333 0.6%
 
89.827 326 0.6%
 
Other values (85) 24506 42.1%
 
(Missing) 30183 51.9%
 
ValueCountFrequency (%) 
1.188 295 0.5%
 
2.117 237 0.4%
 
2.735 305 0.5%
 
4.472 300 0.5%
 
4.617 297 0.5%
 
ValueCountFrequency (%) 
98.999 298 0.5%
 
97.719 314 0.5%
 
97.4 316 0.5%
 
97.164 306 0.5%
 
95.803 303 0.5%
 

hospital_beds_per_thousand
Real number (ℝ≥0)

MISSING
Distinct count101
Unique (%)0.2%
Missing6746
Missing (%)11.6%
Infinite0
Infinite (%)0.0%
Mean3.044428571
Minimum0.1
Maximum13.8
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.5
Q11.3
median2.4
Q34
95-th percentile7.454
Maximum13.8
Range13.7
Interquartile range (IQR)2.7

Descriptive statistics

Standard deviation2.475113869
Coefficient of variation (CV)0.8129978455
Kurtosis3.995374558
Mean3.044428571
Median Absolute Deviation (MAD)1.824456577
Skewness1.761298317
Sum156507.984
Variance6.126188666
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.7 2042 3.5%
 
0.8 1822 3.1%
 
1.3 1768 3.0%
 
1.6 1556 2.7%
 
1.4 1307 2.2%
 
2.1 1251 2.2%
 
2.3 1236 2.1%
 
0.3 1233 2.1%
 
1.5 1207 2.1%
 
0.9 1168 2.0%
 
Other values (90) 36818 63.3%
 
(Missing) 6746 11.6%
 
ValueCountFrequency (%) 
0.1 286 0.5%
 
0.2 291 0.5%
 
0.3 1233 2.1%
 
0.4 301 0.5%
 
0.5 901 1.5%
 
ValueCountFrequency (%) 
13.8 311 0.5%
 
13.05 349 0.6%
 
12.27 350 0.6%
 
11 312 0.5%
 
8.8 308 0.5%
 

life_expectancy
Real number (ℝ≥0)

MISSING
Distinct count179
Unique (%)0.3%
Missing630
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean73.15292469
Minimum53.28
Maximum86.75
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum53.28
5-th percentile59.29
Q167.44
median74.62
Q378.73
95-th percentile83.44
Maximum86.75
Range33.47
Interquartile range (IQR)11.29

Descriptive statistics

Standard deviation7.547318826
Coefficient of variation (CV)0.1031717988
Kurtosis-0.3772306899
Mean73.15292469
Median Absolute Deviation (MAD)6.118349112
Skewness-0.5922765598
Sum4208048.84
Variance56.96202145
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
76.88 917 1.6%
 
72.58 689 1.2%
 
75.05 673 1.2%
 
76.68 654 1.1%
 
81.32 646 1.1%
 
77.29 621 1.1%
 
71.72 605 1.0%
 
72.06 605 1.0%
 
61.58 581 1.0%
 
73 395 0.7%
 
Other values (168) 51138 87.9%
 
(Missing) 630 1.1%
 
ValueCountFrequency (%) 
53.28 296 0.5%
 
54.24 292 0.5%
 
54.33 237 0.4%
 
54.69 312 0.5%
 
54.7 280 0.5%
 
ValueCountFrequency (%) 
86.75 311 0.5%
 
84.97 313 0.5%
 
84.86 71 0.1%
 
84.63 349 0.6%
 
83.78 347 0.6%
 

human_development_index
Real number (ℝ≥0)

MISSING
Distinct count159
Unique (%)0.3%
Missing2558
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean0.7160333477
Minimum0.354
Maximum0.953
Zeros0
Zeros (%)0.0%
Memory size454.5 KiB
Mini histogram

Quantile statistics

Minimum0.354
5-th percentile0.437
Q10.591
median0.75
Q30.843
95-th percentile0.931
Maximum0.953
Range0.599
Interquartile range (IQR)0.252

Descriptive statistics

Standard deviation0.1537583148
Coefficient of variation (CV)0.2147362483
Kurtosis-0.8187284388
Mean0.7160333477
Median Absolute Deviation (MAD)0.1283005905
Skewness-0.4360584695
Sum39808.59
Variance0.02364161936
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.757 943 1.6%
 
0.903 695 1.2%
 
0.755 677 1.2%
 
0.699 674 1.2%
 
0.752 659 1.1%
 
0.694 657 1.1%
 
0.916 643 1.1%
 
0.741 642 1.1%
 
0.847 629 1.1%
 
0.858 622 1.1%
 
Other values (148) 48755 83.8%
 
(Missing) 2558 4.4%
 
ValueCountFrequency (%) 
0.354 291 0.5%
 
0.367 296 0.5%
 
0.388 275 0.5%
 
0.404 292 0.5%
 
0.417 280 0.5%
 
ValueCountFrequency (%) 
0.953 316 0.5%
 
0.944 347 0.6%
 
0.939 345 0.6%
 
0.938 311 0.5%
 
0.936 344 0.6%
 

Missing values

Sample

First rows

iso_codecontinentlocationdatetotal_casesnew_casesnew_cases_smoothedtotal_deathsnew_deathsnew_deaths_smoothedtotal_cases_per_millionnew_cases_per_millionnew_cases_smoothed_per_milliontotal_deaths_per_millionnew_deaths_per_millionnew_deaths_smoothed_per_millionreproduction_rateicu_patientsicu_patients_per_millionhosp_patientshosp_patients_per_millionweekly_icu_admissionsweekly_icu_admissions_per_millionweekly_hosp_admissionsweekly_hosp_admissions_per_millionnew_teststotal_teststotal_tests_per_thousandnew_tests_per_thousandnew_tests_smoothednew_tests_smoothed_per_thousandpositive_ratetests_per_casetests_unitstotal_vaccinationstotal_vaccinations_per_hundredstringency_indexpopulationpopulation_densitymedian_ageaged_65_olderaged_70_oldergdp_per_capitaextreme_povertycardiovasc_death_ratediabetes_prevalencefemale_smokersmale_smokershandwashing_facilitieshospital_beds_per_thousandlife_expectancyhuman_development_index
0AFGAsiaAfghanistan2020-02-241.01.0NaNNaNNaNNaN0.0260.026NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.3338928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
1AFGAsiaAfghanistan2020-02-251.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.3338928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
2AFGAsiaAfghanistan2020-02-261.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.3338928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
3AFGAsiaAfghanistan2020-02-271.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.3338928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
4AFGAsiaAfghanistan2020-02-281.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.3338928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
5AFGAsiaAfghanistan2020-02-291.00.00.143NaNNaN0.00.0260.0000.004NaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.3338928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
6AFGAsiaAfghanistan2020-03-011.00.00.143NaNNaN0.00.0260.0000.004NaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN27.7838928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
7AFGAsiaAfghanistan2020-03-021.00.00.000NaNNaN0.00.0260.0000.000NaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN27.7838928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
8AFGAsiaAfghanistan2020-03-032.01.00.143NaNNaN0.00.0510.0260.004NaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN27.7838928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498
9AFGAsiaAfghanistan2020-03-044.02.00.429NaNNaN0.00.1030.0510.011NaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN27.7838928341.054.42218.62.5811.3371803.987NaN597.0299.59NaNNaN37.7460.564.830.498

Last rows

iso_codecontinentlocationdatetotal_casesnew_casesnew_cases_smoothedtotal_deathsnew_deathsnew_deaths_smoothedtotal_cases_per_millionnew_cases_per_millionnew_cases_smoothed_per_milliontotal_deaths_per_millionnew_deaths_per_millionnew_deaths_smoothed_per_millionreproduction_rateicu_patientsicu_patients_per_millionhosp_patientshosp_patients_per_millionweekly_icu_admissionsweekly_icu_admissions_per_millionweekly_hosp_admissionsweekly_hosp_admissions_per_millionnew_teststotal_teststotal_tests_per_thousandnew_tests_per_thousandnew_tests_smoothednew_tests_smoothed_per_thousandpositive_ratetests_per_casetests_unitstotal_vaccinationstotal_vaccinations_per_hundredstringency_indexpopulationpopulation_densitymedian_ageaged_65_olderaged_70_oldergdp_per_capitaextreme_povertycardiovasc_death_ratediabetes_prevalencefemale_smokersmale_smokershandwashing_facilitieshospital_beds_per_thousandlife_expectancyhuman_development_index
58144ZWEAfricaZimbabwe2020-12-1111162.081.087.857306.01.03.571750.9965.4505.91120.5880.0670.2401.19NaNNaNNaNNaNNaNNaNNaNNaN1444.0184964.012.4450.0971435.00.0970.06116.3tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58145ZWEAfricaZimbabwe2020-12-1211219.057.086.000307.01.02.286754.8313.8355.78620.6550.0670.1541.19NaNNaNNaNNaNNaNNaNNaNNaN1364.0186328.012.5360.0921405.00.0950.06116.3tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58146ZWEAfricaZimbabwe2020-12-1311246.027.075.429307.00.02.286756.6481.8175.07520.6550.0000.1541.19NaNNaNNaNNaNNaNNaNNaNNaN1187.0187515.012.6160.0801496.00.1010.05019.8tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58147ZWEAfricaZimbabwe2020-12-1411358.0112.074.143309.02.02.143764.1837.5364.98820.7900.1350.1441.20NaNNaNNaNNaNNaNNaNNaNNaN1626.0189141.012.7260.1091547.00.1040.04820.9tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58148ZWEAfricaZimbabwe2020-12-1511522.0164.087.143310.01.01.000775.21711.0345.86320.8570.0670.0671.20NaNNaNNaNNaNNaNNaNNaNNaN559.0189700.012.7630.0381346.00.0910.06515.4tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58149ZWEAfricaZimbabwe2020-12-1611749.0227.0106.000313.03.01.286790.49015.2737.13221.0590.2020.0871.20NaNNaNNaNNaNNaNNaNNaNNaN1352.0191052.012.8540.0911319.00.0890.08012.4tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58150ZWEAfricaZimbabwe2020-12-1711866.0117.0112.143314.01.01.286798.3627.8727.54521.1260.0670.0871.20NaNNaNNaNNaNNaNNaNNaNNaN1959.0193011.012.9860.1321356.00.0910.08312.1tests performedNaNNaN67.5914862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58151ZWEAfricaZimbabwe2020-12-1812047.0181.0126.429316.02.01.429810.54012.1788.50621.2610.1350.0961.20NaNNaNNaNNaNNaNNaNNaNNaN2155.0195166.013.1310.1451457.00.0980.08711.5tests performedNaNNaN69.4414862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58152ZWEAfricaZimbabwe2020-12-1912151.0104.0133.143318.02.01.571817.5376.9978.95821.3960.1350.106NaNNaNNaNNaNNaNNaNNaNNaNNaN1581.0196747.013.2370.1061488.00.1000.08911.2tests performedNaNNaN69.4414862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535
58153ZWEAfricaZimbabwe2020-12-2012325.0174.0154.143320.02.01.857829.24411.70710.37121.5300.1350.125NaNNaNNaNNaNNaNNaNNaNNaNNaN2144.0198891.013.3820.1441625.00.1090.09510.5tests performedNaNNaN69.4414862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.535